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Barbieri R, Frank LM, Nguyen DP, Quirk MC, Solo V, Wilson MA, Brown EN (2004) Dynamic analyses of information encoding in neural ensembles. Neural Comput 16:277-307 [PubMed]

References and models cited by this paper

References and models that cite this paper

Barbieri R, Frank LM, Quirk MC, Wilson MA, Brown EN (2002) Construction and analysis of non-gaussian place field models of neural spiking activity Neurocomputing 44-46:309-314

Bialek W, Rieke F, de Ruyter van Steveninck RR, Warland D (1991) Reading a neural code. Science 252:1854-7 [PubMed]

Born M, Wolf E (1989) Principles of optics (6th ed)

Box GEP, Jenkins GM, Reinsel GC (1994) Time series analysis, forecasting and control (3rd ed)

Brown EN, Barbieri R, Eden UT, Frank LM (2003) Likelihood methods for neural data analysis Computational neuroscience: A comprehensive approach , Feng J, ed. pp.253

Brown EN, Barbieri R, Ventura V, Kass RE, Frank LM (2002) The time-rescaling theorem and its application to neural spike train data analysis. Neural Comput 14:325-46 [Journal] [PubMed]

Brown EN, Frank LM, Tang D, Quirk MC, Wilson MA (1998) A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells. J Neurosci 18:7411-25 [PubMed]

Brown EN, Nguyen DP, Frank LM, Wilson MA, Solo V (2001) An analysis of neural receptive field plasticity by point process adaptive filtering. Proc Natl Acad Sci U S A 98:12261-6 [Journal] [PubMed]

Chapin JK, Moxon KA, Markowitz RS, Nicolelis MA (1999) Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex. Nat Neurosci 2:664-70 [Journal] [PubMed]

Cover TM, Thomas JA (1991) Elements of Information Theory

Daley D, Vere-jones D (2003) An introduction to the theory of point process (2nd ed)

Dan Y, Alonso JM, Usrey WM, Reid RC (1998) Coding of visual information by precisely correlated spikes in the lateral geniculate nucleus. Nat Neurosci 1:501-7 [Journal] [PubMed]

Donoghue JP (2002) Connecting cortex to machines: recent advances in brain interfaces. Nat Neurosci 5 Suppl:1085-8 [Journal] [PubMed]

Doucet A, Defreitas N, Gordon N, Smith A (2001) Sequential Monte Carlo methods in practice

Fahrmeir L, Tutz G (2001) Multivariate statistical modelling based on generalized linear models (2nd ed)

Frank LM, Stanley GB, Brown EN (2003) New places and new representations: Place field plasticity in the hippocampus Paper presented at the Society for Neuroscience conference, New Orleans Program No 91 18

Gao Y, Black MJ, Bienenstock E, Shoham S, Donoghue JP (2002) Probabilistic inference of hand motion from neural activity in motor cortex Advances in neural information processing systems, Dietterich TG:Becker S:Graham Z, ed. pp.213

Genz A, Kass RE (1994) Subregion-adaptive integration of functions having a dominant peak J Comp Graph Stat 6:92-110

Georgopoulos AP, Schwartz AB, Kettner RE (1986) Neuronal population coding of movement direction. Science 233:1416-9 [PubMed]

Jensen O, Lisman JE (2000) Position reconstruction from an ensemble of hippocampal place cells: contribution of theta phase coding. J Neurophysiol 83:2602-9 [Journal] [PubMed]

Kitagawa G, Gersh W (1996) Smoothness priors analysis of time series

Mehta MR, Lee AK, Wilson MA (2002) Role of experience and oscillations in transforming a rate code into a temporal code. Nature 417:741-6 [Journal] [PubMed]

Mendel JM (1995) Lessons in estimation theory for signal processing, communications, and control

Nirenberg S, Carcieri SM, Jacobs AL, Latham PE (2001) Retinal ganglion cells act largely as independent encoders. Nature 411:698-701 [Journal] [PubMed]

O'Keefe J, Dostrovsky J (1971) The hippocampus as a spatial map. Preliminary evidence from unit activity in the freely-moving rat. Brain Res 34:171-5 [PubMed]

O'Keefe J, Nadel L (1978) The Hippocampus as a Cognitive Map

O'Keefe J, Recce ML (1993) Phase relationship between hippocampal place units and the EEG theta rhythm. Hippocampus 3:317-30 [Journal] [PubMed]

Pawitan Y (2001) In all likelihood: Statistical modelling and inference using likelihood

Pouget A, Dayan P, Zemel R (2000) Information processing with population codes. Nat Rev Neurosci 1:125-32 [Journal] [PubMed]

Priestley MB (1981) Spectral analysis and time series

Reinagel P, Reid RC (2000) Temporal coding of visual information in the thalamus. J Neurosci 20:5392-400 [PubMed]

Rieke F, Warland D, de Ruyter van Steveninck, R, Bialek B (1997) Spikes: Exploring The Neural Code

Serruya MD, Hatsopoulos NG, Paninski L, Fellows MR, Donoghue JP (2002) Instant neural control of a movement signal. Nature 416:141-2 [Journal] [PubMed]

Shoham S (2001) Advances towards an implantable motor cortical interface Unpublished doctoral dissertation

Skaggs WE, Mcnaughton BL, Gothard KM, Markus EJ (1993) An information-theoretic approach to deciphering the hippocampal code Adv Neural Inf Process Syst 5:1030-1037

Skaggs WE, McNaughton BL, Wilson MA, Barnes CA (1996) Theta phase precession in hippocampal neuronal populations and the compression of temporal sequences. Hippocampus 6:149-72 [Journal] [PubMed]

Stanley GB, Li FF, Dan Y (1999) Reconstruction of natural scenes from ensemble responses in the lateral geniculate nucleus. J Neurosci 19:8036-42 [PubMed]

Strong SP, Koberle R, de Ruyter van Steveninck R, Bialek W (1997) Entropy and information in neuronal spike trains. Phys Rev Lett 80:197-201

Tanner MA (1996) Tools for statistical inference

Taylor DM, Tillery SI, Schwartz AB (2002) Direct cortical control of 3D neuroprosthetic devices. Science 296:1829-32 [Journal] [PubMed]

Twum-Danso NT (1997) Estimation, information and neural signals Unpublished doctoral dissertation

Warland DK, Reinagel P, Meister M (1997) Decoding visual information from a population of retinal ganglion cells. J Neurophysiol 78:2336-50 [Journal] [PubMed]

Wessberg J, Stambaugh CR, Kralik JD, Beck PD, Laubach M, Chapin JK, Kim J, Biggs SJ, Srinivasan MA, Nicolelis MA (2000) Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Nature 408:361-5 [Journal] [PubMed]

Wilson MA, McNaughton BL (1993) Dynamics of the hippocampal ensemble code for space. Science 261:1055-8 [PubMed]

Zhang K, Ginzburg I, McNaughton BL, Sejnowski TJ (1998) Interpreting neuronal population activity by reconstruction: unified framework with application to hippocampal place cells. J Neurophysiol 79:1017-44 [Journal] [PubMed]

Huys QJ, Zemel RS, Natarajan R, Dayan P (2007) Fast population coding. Neural Comput 19:404-41 [Journal] [PubMed]

   Fast population coding (Huys et al. 2007) [Model]

Okatan M, Wilson MA, Brown EN (2005) Analyzing functional connectivity using a network likelihood model of ensemble neural spiking activity. Neural Comput 17:1927-61 [Journal] [PubMed]

Srinivasan L, Eden UT, Willsky AS, Brown EN (2006) A state-space analysis for reconstruction of goal-directed movements using neural signals. Neural Comput 18:2465-94 [Journal] [PubMed]

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